Cargando…
The Biomedical Research Hub: a federated platform for patient research data
OBJECTIVE: The objective was to develop and operate a cloud-based federated system for managing, analyzing, and sharing patient data for research purposes, while allowing each resource sharing patient data to operate their component based upon their own governance rules. The federated system is call...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922179/ https://www.ncbi.nlm.nih.gov/pubmed/35289369 http://dx.doi.org/10.1093/jamia/ocab247 |
_version_ | 1784669476209295360 |
---|---|
author | Barnes, Craig Bajracharya, Binam Cannalte, Matthew Gowani, Zakir Haley, Will Kass-Hout, Taha Hernandez, Kyle Ingram, Michael Juvvala, Hara Prasad Kuffel, Gina Martinov, Plamen Maxwell, J Montgomery McCann, John Malhotra, Ankit Metoki-Shlubsky, Noah Meyer, Chris Paredes, Andre Qureshi, Jawad Ritter, Xenia Schumm, Philip Shao, Mingfei Sheth, Urvi Simmons, Trevar VanTol, Alexander Zhang, Zhenyu Grossman, Robert L |
author_facet | Barnes, Craig Bajracharya, Binam Cannalte, Matthew Gowani, Zakir Haley, Will Kass-Hout, Taha Hernandez, Kyle Ingram, Michael Juvvala, Hara Prasad Kuffel, Gina Martinov, Plamen Maxwell, J Montgomery McCann, John Malhotra, Ankit Metoki-Shlubsky, Noah Meyer, Chris Paredes, Andre Qureshi, Jawad Ritter, Xenia Schumm, Philip Shao, Mingfei Sheth, Urvi Simmons, Trevar VanTol, Alexander Zhang, Zhenyu Grossman, Robert L |
author_sort | Barnes, Craig |
collection | PubMed |
description | OBJECTIVE: The objective was to develop and operate a cloud-based federated system for managing, analyzing, and sharing patient data for research purposes, while allowing each resource sharing patient data to operate their component based upon their own governance rules. The federated system is called the Biomedical Research Hub (BRH). MATERIALS AND METHODS: The BRH is a cloud-based federated system built over a core set of software services called framework services. BRH framework services include authentication and authorization, services for generating and assessing findable, accessible, interoperable, and reusable (FAIR) data, and services for importing and exporting bulk clinical data. The BRH includes data resources providing data operated by different entities and workspaces that can access and analyze data from one or more of the data resources in the BRH. RESULTS: The BRH contains multiple data commons that in aggregate provide access to over 6 PB of research data from over 400 000 research participants. DISCUSSION AND CONCLUSION: With the growing acceptance of using public cloud computing platforms for biomedical research, and the growing use of opaque persistent digital identifiers for datasets, data objects, and other entities, there is now a foundation for systems that federate data from multiple independently operated data resources that expose FAIR application programming interfaces, each using a separate data model. Applications can be built that access data from one or more of the data resources. |
format | Online Article Text |
id | pubmed-8922179 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-89221792022-03-15 The Biomedical Research Hub: a federated platform for patient research data Barnes, Craig Bajracharya, Binam Cannalte, Matthew Gowani, Zakir Haley, Will Kass-Hout, Taha Hernandez, Kyle Ingram, Michael Juvvala, Hara Prasad Kuffel, Gina Martinov, Plamen Maxwell, J Montgomery McCann, John Malhotra, Ankit Metoki-Shlubsky, Noah Meyer, Chris Paredes, Andre Qureshi, Jawad Ritter, Xenia Schumm, Philip Shao, Mingfei Sheth, Urvi Simmons, Trevar VanTol, Alexander Zhang, Zhenyu Grossman, Robert L J Am Med Inform Assoc Research and Applications OBJECTIVE: The objective was to develop and operate a cloud-based federated system for managing, analyzing, and sharing patient data for research purposes, while allowing each resource sharing patient data to operate their component based upon their own governance rules. The federated system is called the Biomedical Research Hub (BRH). MATERIALS AND METHODS: The BRH is a cloud-based federated system built over a core set of software services called framework services. BRH framework services include authentication and authorization, services for generating and assessing findable, accessible, interoperable, and reusable (FAIR) data, and services for importing and exporting bulk clinical data. The BRH includes data resources providing data operated by different entities and workspaces that can access and analyze data from one or more of the data resources in the BRH. RESULTS: The BRH contains multiple data commons that in aggregate provide access to over 6 PB of research data from over 400 000 research participants. DISCUSSION AND CONCLUSION: With the growing acceptance of using public cloud computing platforms for biomedical research, and the growing use of opaque persistent digital identifiers for datasets, data objects, and other entities, there is now a foundation for systems that federate data from multiple independently operated data resources that expose FAIR application programming interfaces, each using a separate data model. Applications can be built that access data from one or more of the data resources. Oxford University Press 2021-11-22 /pmc/articles/PMC8922179/ /pubmed/35289369 http://dx.doi.org/10.1093/jamia/ocab247 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the American Medical Informatics Association. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research and Applications Barnes, Craig Bajracharya, Binam Cannalte, Matthew Gowani, Zakir Haley, Will Kass-Hout, Taha Hernandez, Kyle Ingram, Michael Juvvala, Hara Prasad Kuffel, Gina Martinov, Plamen Maxwell, J Montgomery McCann, John Malhotra, Ankit Metoki-Shlubsky, Noah Meyer, Chris Paredes, Andre Qureshi, Jawad Ritter, Xenia Schumm, Philip Shao, Mingfei Sheth, Urvi Simmons, Trevar VanTol, Alexander Zhang, Zhenyu Grossman, Robert L The Biomedical Research Hub: a federated platform for patient research data |
title | The Biomedical Research Hub: a federated platform for patient research data |
title_full | The Biomedical Research Hub: a federated platform for patient research data |
title_fullStr | The Biomedical Research Hub: a federated platform for patient research data |
title_full_unstemmed | The Biomedical Research Hub: a federated platform for patient research data |
title_short | The Biomedical Research Hub: a federated platform for patient research data |
title_sort | biomedical research hub: a federated platform for patient research data |
topic | Research and Applications |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8922179/ https://www.ncbi.nlm.nih.gov/pubmed/35289369 http://dx.doi.org/10.1093/jamia/ocab247 |
work_keys_str_mv | AT barnescraig thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT bajracharyabinam thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT cannaltematthew thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT gowanizakir thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT haleywill thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT kasshouttaha thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT hernandezkyle thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT ingrammichael thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT juvvalaharaprasad thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT kuffelgina thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT martinovplamen thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT maxwelljmontgomery thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT mccannjohn thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT malhotraankit thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT metokishlubskynoah thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT meyerchris thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT paredesandre thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT qureshijawad thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT ritterxenia thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT schummphilip thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT shaomingfei thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT shethurvi thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT simmonstrevar thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT vantolalexander thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT zhangzhenyu thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT grossmanrobertl thebiomedicalresearchhubafederatedplatformforpatientresearchdata AT barnescraig biomedicalresearchhubafederatedplatformforpatientresearchdata AT bajracharyabinam biomedicalresearchhubafederatedplatformforpatientresearchdata AT cannaltematthew biomedicalresearchhubafederatedplatformforpatientresearchdata AT gowanizakir biomedicalresearchhubafederatedplatformforpatientresearchdata AT haleywill biomedicalresearchhubafederatedplatformforpatientresearchdata AT kasshouttaha biomedicalresearchhubafederatedplatformforpatientresearchdata AT hernandezkyle biomedicalresearchhubafederatedplatformforpatientresearchdata AT ingrammichael biomedicalresearchhubafederatedplatformforpatientresearchdata AT juvvalaharaprasad biomedicalresearchhubafederatedplatformforpatientresearchdata AT kuffelgina biomedicalresearchhubafederatedplatformforpatientresearchdata AT martinovplamen biomedicalresearchhubafederatedplatformforpatientresearchdata AT maxwelljmontgomery biomedicalresearchhubafederatedplatformforpatientresearchdata AT mccannjohn biomedicalresearchhubafederatedplatformforpatientresearchdata AT malhotraankit biomedicalresearchhubafederatedplatformforpatientresearchdata AT metokishlubskynoah biomedicalresearchhubafederatedplatformforpatientresearchdata AT meyerchris biomedicalresearchhubafederatedplatformforpatientresearchdata AT paredesandre biomedicalresearchhubafederatedplatformforpatientresearchdata AT qureshijawad biomedicalresearchhubafederatedplatformforpatientresearchdata AT ritterxenia biomedicalresearchhubafederatedplatformforpatientresearchdata AT schummphilip biomedicalresearchhubafederatedplatformforpatientresearchdata AT shaomingfei biomedicalresearchhubafederatedplatformforpatientresearchdata AT shethurvi biomedicalresearchhubafederatedplatformforpatientresearchdata AT simmonstrevar biomedicalresearchhubafederatedplatformforpatientresearchdata AT vantolalexander biomedicalresearchhubafederatedplatformforpatientresearchdata AT zhangzhenyu biomedicalresearchhubafederatedplatformforpatientresearchdata AT grossmanrobertl biomedicalresearchhubafederatedplatformforpatientresearchdata |